Land Monitoring Workflow
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has publication info: pubinfo
type: Nanopublication
created: 2026-03-03T15:36:36.835+01:00
creator: RoCrateBot
type: RoCrateNanopub

change detection
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military
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European Space Agency
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image processing algorithm
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Pierre Potin
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Synthetic aperture radar
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SAR-based technique
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Sentinel
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Products
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French Guiana
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Level
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MISSION
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Reason
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Segment
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results
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image archive
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small sample size
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Land Monitoring Workflow
is snapshot of: LandMonitoringWorkflow
snapshoted at time: 2016-03-11T15:06:25.156+01:00
snapshoted by: emanuele79.livejournal.com
author: emanuele79.livejournal.com
content size: 3040404
creator: emanuele79.livejournal.com
date created: 2016-03-11 08:32:14.144000+00:00
date modified: 2025-10-20 10:37:26.631769+00:00
date published: 2016-03-11 08:32:14.144000+00:00
description: The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest.
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license: no-permission
type: ResearchObject
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was revision of: LandMonitoringWorkflow-snapshot
cite-as: http://emanuele79.livejournal.com/. "Land Monitoring Workflow." ROHub. Mar 11 ,2016. https://w3id.org/ro-id/45a828a4-2697-44b1-aca4-c3a1a168cbeb.

Wokflow
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Land_Monitoring_Workflow_hypothesis.docx
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date created: 2016-03-11 11:48:32.006000+00:00
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Sentinel-1_User_Handbook.pdf
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date created: 2016-03-11 08:40:42.045000+00:00
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ChangeDetectionWorkflowChain.png
described by workflow: LandMonitoringWorkflow.t2flow
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date created: 2016-03-11 08:33:08.200000+00:00
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sd date published: 2016-03-11 08:33:08.200000+00:00
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CalibrationWorkflow.t2flow
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date created: 2016-03-11 08:34:48.903000+00:00
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sd date published: 2016-03-11 08:34:48.903000+00:00
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LandMonitoringWorkflow.t2flow
subsequent workflow: ChangeDetectionWorflow.t2flow
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date created: 2016-03-11 08:34:26.608000+00:00
date modified: 2022-03-25 16:35:35.197940+00:00
license: no-permission
sd date published: 2016-03-11 08:34:26.608000+00:00
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ChangeDetectionWorflow.t2flow
subsequent workflow: CalibrationWorkflow.t2flow
author: emanuele79.livejournal.com
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date created: 2016-03-11 08:35:13.404000+00:00
date modified: 2022-03-25 16:35:37.108974+00:00
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sd date published: 2016-03-11 08:35:13.404000+00:00
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type: ComputationalWorkflow

Land_Monitoring_Workflow_conclusions.docx
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date created: 2016-03-11 11:51:20.645000+00:00
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sd date published: 2016-03-11 11:51:20.645000+00:00
type: Conclusions
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Enhanced image processing algorithms and a better exploitation of image archives are required to facilitate the use of microwave remote-sensing data for monitoring change dynamics in specific areas.
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workflow
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technique
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Conclusions - The results obtained are better than the baseline, but not statistically significant.
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sample size
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Land Monitoring Workflow.
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French Guiana
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Land Monitoring RO
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https://w3id.org/ro-id/enrichment/30108282-bf25-40ff-9e6e-a8aee4f64313
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natural environment
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country
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name: Even though the proposed fully automated SAR-based technique overcomes some limitations of previous methods, further technological and methodological improvements are necessary for SAR-based change detection to match the mapping capability of high-quality optical data.
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Prepared by Sentinel Team
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Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis.
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- Tweaking the classifier has potentially more impact than tweaking the features.
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The Land Monitoring RO refers to the monitoring of urban, built-up and natural environments to identify certain features and anomalies or changes over areas of interest.
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earth sciences
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This is in part related to the small sample size.
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SENTINEL USER GUIDE .............................................................................
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sig
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signed by: RoCrateBot